Published February 25, 2025 | Version v4
Conference paper Open

White-box Membership Inference Attacks against Diffusion Models

Authors/Creators

  • 1. ROR icon University of Virginia

Description

This is the repository for the paper "White-box Membership Inference Attacks against Diffusion Models," which is accepted by PoPets 2025.

 

01/18/2025: For the new README and new_environment.yml please refer to https://drive.google.com/drive/folders/1HRKQMUtjBuJabY9krXKe-9EbwzE7wpk_?usp=drive_link.

 

02/25/2025: We also add the README and new_environment.yml files to the new version.

Files

DDPM.zip

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Additional details

References

  • @misc{pang2024whiteboxmembershipinferenceattacks, title={White-box Membership Inference Attacks against Diffusion Models}, author={Yan Pang and Tianhao Wang and Xuhui Kang and Mengdi Huai and Yang Zhang}, year={2024}, eprint={2308.06405}, archivePrefix={arXiv}, primaryClass={cs.CR}, url={https://arxiv.org/abs/2308.06405}, }